@article{spikingmambatowardsenergyefficientlargel, title = {SpikingMamba: Towards Energy-Efficient Large Language Models via Knowledge Distillation from Mamba}, author = {Yulong Huang and Jianxiong Tang and Chao Wang and Ziyi Wang and Jianguo Zhang and Zhichao Lu and Bojun Cheng and Luziwei Leng}, year = {2025}, eprint = {2510.04595}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2510.04595}, }